Search Results for author: Tilia Ellendorff

Found 7 papers, 0 papers with code

COVID-19 Twitter Monitor: Aggregating and Visualizing COVID-19 Related Trends in Social Media

no code implementations SMM4H (COLING) 2020 Joseph Cornelius, Tilia Ellendorff, Lenz Furrer, Fabio Rinaldi

Social media platforms offer extensive information about the development of the COVID-19 pandemic and the current state of public health.

Approaching SMM4H with auto-regressive language models and back-translation

no code implementations NAACL (SMM4H) 2021 Joseph Cornelius, Tilia Ellendorff, Fabio Rinaldi

We describe our submissions to the 6th edition of the Social Media Mining for Health Applications (SMM4H) shared task.

Translation

Approaching SMM4H with Merged Models and Multi-task Learning

no code implementations WS 2019 Tilia Ellendorff, Lenz Furrer, Nicola Colic, No{\"e}mi Aepli, Fabio Rinaldi

We describe our submissions to the 4th edition of the Social Media Mining for Health Applications (SMM4H) shared task.

Multi-Task Learning

UZH@SMM4H: System Descriptions

no code implementations WS 2018 Tilia Ellendorff, Joseph Cornelius, Heath Gordon, Nicola Colic, Fabio Rinaldi

Our team at the University of Z{\"u}rich participated in the first 3 of the 4 sub-tasks at the Social Media Mining for Health Applications (SMM4H) shared task.

Document Classification General Classification +4

Using Large Biomedical Databases as Gold Annotations for Automatic Relation Extraction

no code implementations LREC 2014 Tilia Ellendorff, Fabio Rinaldi, Simon Clematide

We show how to use large biomedical databases in order to obtain a gold standard for training a machine learning system over a corpus of biomedical text.

Document Classification Entity Extraction using GAN +2

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